An animated explanation of Morse theory following Milnor:
Below we see the torus with the height function as the Morse function. On the left we see a plane indicating the level, in the middle the sublevelset and on the right the corresponing CW-complex.
More on this can be found in Section 4.3.3 of my phd-thesis, see Research.